linkedin/FastTreeSHAP

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Fast SHAP value computation for interpreting tree-based models

Stars: 566
Forks: 38
Open beginner issues: 0
Indexed issues: 16

Dominant language: Python
License: BSD-2-Clause
Last GitHub push: Jun 26, 2023
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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16 issues indexed so far

Which version of numpy is compatible with FastTreeSHAP? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

linkedin/FastTreeSHAP#37 · Opened Oct 7, 2025
Can't be used with the latest `shap` package because of the `slicer` version conflict Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

linkedin/FastTreeSHAP#36 · Opened Jul 8, 2024
cannot slice shap values like SHAP package Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

linkedin/FastTreeSHAP#35 · 1 comment · Opened May 31, 2024
Support for RandomForestQuantileRegressor Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

linkedin/FastTreeSHAP#34 · Opened May 6, 2024
xgboost version compatible with FastTreeSHAP Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

linkedin/FastTreeSHAP#33 · 2 comments · Opened Mar 31, 2024
Update package Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

linkedin/FastTreeSHAP#32 · Opened Mar 18, 2024
Additivity check fails with XGBoost Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

linkedin/FastTreeSHAP#31 · Opened Jul 24, 2023
"shap" as a dependency? Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

linkedin/FastTreeSHAP#30 · 1 reaction · Opened Jul 20, 2023
FastTreeSHAP summary_plot plots interaction value instead of impact on model output Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

linkedin/FastTreeSHAP#29 · Opened Jul 5, 2023
ERROR IN INSTALLING FastTreeSHAP Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

linkedin/FastTreeSHAP#25 · 2 comments · Opened May 18, 2023
"error: could not find a version that satisfies the requirement setuptools (from versions: none)" Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

linkedin/FastTreeSHAP#24 · 1 comment · Opened May 18, 2023
The notebook example is not working Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

linkedin/FastTreeSHAP#19 · 2 comments · Opened May 2, 2023
SHAP Values Change and Additivity Breaks on NumPy Upgrade Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

linkedin/FastTreeSHAP#15 · 1 comment · 1 reaction · Opened Nov 29, 2022
How to build FastTreeSHAP Wheel on windows, using Python 3.10.7 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

linkedin/FastTreeSHAP#13 · Opened Nov 17, 2022
Cannot build fasttreeshap in linux environment Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

linkedin/FastTreeSHAP#12 · 1 comment · Opened Oct 20, 2022
Can not install FastTreeSHAP on linux Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

linkedin/FastTreeSHAP#10 · 2 comments · Opened Aug 12, 2022

linkedin/FastTreeSHAP

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